{"id":"W7018556880","doi":"","title":"Discourse analysis: a study of the social, political context of radioactive pollution effects on Indigenous Communities","year":2022,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Environmental justice; Politics; Radioactive contamination; Radioactive waste","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01663178,0.0007031598,0.000850161,0.004302128,0.02643147,0.01151523,0.002352264,0.003321913,0.003286002],"category_scores_gemma":[0.02712368,0.0005101281,0.0004187973,0.004940821,0.02490897,0.009082286,0.01098076,0.005014529,0.0002824943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717838,"about_ca_system_score_gemma":0.01411674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07450746,"about_ca_topic_score_gemma":0.06539194,"domain_scores_codex":[0.98295,0.01285892,0.0003971756,0.0007836284,0.001701161,0.001309071],"domain_scores_gemma":[0.9642785,0.02941481,0.002058124,0.0004981318,0.00243068,0.001319805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000359767,0.000005193626,0.0003020245,0.00003265297,8.292226e-7,0.0001159335,0.9963541,0.000006755959,0.00009611256,0.002268044,0.00009486345,0.0007198598],"study_design_scores_gemma":[9.927433e-7,0.000004592027,0.0004287768,0.00008135558,0.000002116643,0.00003564638,0.9924681,0.00004142879,0.00007178803,0.0005172092,0.006343183,0.000004922478],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368893,0.00234162,0.002135982,0.01140743,0.0001971265,0.0001447565,0.00007823545,0.00002013874,0.04678549],"genre_scores_gemma":[0.9943257,0.00111,0.0006683207,0.0005251366,0.00005960513,0.00008506555,0.00002820734,0.00002409327,0.003173815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9735686,"threshold_uncertainty_score":0.1481476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519444510866278,"score_gpt":0.2932751624262229,"score_spread":0.2780807173175601,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}